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公开(公告)号：US08345982B2
公开(公告)日：2013-01-01
申请号：US12648287
申请日：2009-12-28
申请人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
发明人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
CPC分类号： G06K9/46 , G06F17/30259 , G06K9/4652 , G06Q30/0603 , Y10S707/949
摘要： Embodiments enable searching of portions of objects in images, including programmatically analyzing each image in a collection in order to determine image data that, for individual images in the collection, represents one or more visual characteristics of a portion of an object shown in that image. A user is enabled to specify one or more search criteria that includes image data, and a search result may be determined based on one or more images in the collection that show a corresponding object that has a portion that satisfies a threshold. The threshold is defined at least in part by the one or more search criteria.
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公开(公告)号：US20110194777A1
公开(公告)日：2011-08-11
申请号：US13088277
申请日：2011-04-15
申请人： Salih Burak Gokturk , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Munjal Shah , Azhar Khan
IPC分类号： G06K9/62
CPC分类号： G06F17/30256 , G06F3/04842 , G06F3/04847 , G06F17/3025 , G06F17/30259 , G06F17/30268 , G06F17/30277 , G06K9/00664 , G06K9/6201 , G06K9/6202 , G06Q30/0225
摘要： An index is provided that holds information about each image content item in a collection of items, For each image content item, a first information item identifying the image content item and its location on a network, and at least one of (i) a second information item identifying a signature value of an object in the image content, or (ii) identification of a recognized object in the image content.
摘要翻译： 提供索引，其保存关于项目集合中的每个图像内容项目的信息。对于每个图像内容项目，标识图像内容项目的第一信息项目及其在网络上的位置，以及（i）第二 识别图像内容中的对象的签名值的信息项，或（ii）图像内容中的识别对象的识别。
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33.发明申请公开(公告)号：US20100166339A1
公开(公告)日：2010-07-01
申请号：US12648245
申请日：2009-12-28
申请人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
发明人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
IPC分类号： G06K9/60
CPC分类号： G06K9/46 , G06F16/5838 , G06Q30/08 , Y10S707/915
摘要： Embodiments programmatically analyze each of a plurality of images in order to determine one or more visual characteristics about an item shown in each of the plurality of images. Data is stored corresponding to the one or more visual characteristics. An interface in is provided for which a user is able to specify one or more search criteria. In response to receiving the one or more search criteria, a search operation is performed to identify one or more items that have a visual characteristic that satisfies at least some of the one or more search criteria.
摘要翻译： 实施例以编程方式分析多个图像中的每一个，以便确定关于多个图像中的每一个中所示的项目的一个或多个视觉特征。 根据一个或多个视觉特征存储数据。 提供了用户能够指定一个或多个搜索条件的界面。 响应于接收到一个或多个搜索条件，执行搜索操作以识别具有满足一个或多个搜索条件中的至少一些的视觉特征的一个或多个项目。
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34.发明授权System and method for search portions of objects in images and features thereof 有权搜索图像中对象部分的系统和方法及其特征公开(公告)号：US07657126B2
公开(公告)日：2010-02-02
申请号：US11936734
申请日：2007-11-07
申请人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
发明人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
CPC分类号： G06K9/46 , G06F17/30259 , G06K9/4652 , G06Q30/0603 , Y10S707/949
摘要： Embodiments enable searching of portions of objects in images, including programmatically analyzing each image in a collection in order to determine image data that, for individual images in the collection, represents one or more visual characteristics of a portion of an object shown in that image. A user is enabled to specify one or more search criteria that includes image data, and a search result may be determined based on one or more images in the collection that show a corresponding object that has a portion that satisfies a threshold. The threshold is defined at least in part by the one or more search criteria.
摘要翻译： 实施例能够搜索图像中的对象的部分，包括以编程方式分析集合中的每个图像，以便确定图像数据，对于该集合中的各个图像，该图像数据表示该图像中所示对象的一部分的一个或多个视觉特征。 用户能够指定包括图像数据的一个或多个搜索条件，并且可以基于集合中的一个或多个图像来确定搜索结果，该图像显示具有满足阈值的部分的对应对象。 阈值至少部分地由一个或多个搜索条件定义。
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35.发明授权公开(公告)号：US07657100B2
公开(公告)日：2010-02-02
申请号：US11936705
申请日：2007-11-07
申请人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
发明人： Salih Burak Gokturk , Baris Sumengen , Diem Vu , Navneet Dalal , Danny Yang , Xiaofan Lin , Azhar Khan , Munjal Shah , Dragomir Anguelov , Lorenzo Torresani , Vincent Vanhoucke
CPC分类号： G06F17/30256 , G06K9/46 , G06Q30/08 , Y10S707/915
摘要： Embodiments programmatically analyze each of a plurality of images in order to determine one or more visual characteristics about an item shown in each of the plurality of images. Data is stored corresponding to the one or more visual characteristics. An interface in is provided for which a user is able to specify one or more search criteria. In response to receiving the one or more search criteria, a search operation is performed to identify one or more items that have a visual characteristic that satisfies at least some of the one or more search criteria.
摘要翻译： 实施例以编程方式分析多个图像中的每一个，以便确定关于多个图像中的每一个中所示的项目的一个或多个视觉特征。 根据一个或多个视觉特征存储数据。 提供了用户能够指定一个或多个搜索条件的界面。 响应于接收到一个或多个搜索条件，执行搜索操作以识别具有满足一个或多个搜索条件中的至少一些的视觉特征的一个或多个项目。
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36.发明申请System and method for recognizing objects from images and identifying relevancy amongst images and information 有权用于从图像识别对象并识别图像和信息之间的相关性的系统和方法公开(公告)号：US20060251292A1
公开(公告)日：2006-11-09
申请号：US11246589
申请日：2005-10-07
申请人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanchoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanchoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
IPC分类号： G06K9/00
CPC分类号： G06K9/00375 , G06F17/30253 , G06F17/30265
摘要： An embodiment provides for enabling retrieval of a collection of captured images that form at least a portion of a library of images. For each image in the collection, a captured image may be analyzed to recognize information from image data contained in the captured image, and an index may be generated, where the index data is based on the recognized information. Using the index, functionality such as search and retrieval is enabled. Various recognition techniques, including those that use the face, clothing, apparel, and combinations of characteristics may be utilized. Recognition may be performed on, among other things, persons and text carried on objects.
摘要翻译： 实施例提供了能够检索形成图像库的至少一部分的所捕获图像的集合。 对于集合中的每个图像，可以分析捕获的图像以从捕获的图像中包含的图像数据识别信息，并且可以生成索引，其中索引数据基于所识别的信息。 使用索引，启用搜索和检索等功能。 可以使用各种识别技术，包括使用面部，服装，服装和特征组合的识别技术。 在其他情况下，可以执行承认对象上的人和文本。
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公开(公告)号：US09008465B2
公开(公告)日：2015-04-14
申请号：US13617073
申请日：2012-09-14
申请人： Salih Burak Gokturk , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Munjal Shah , Azhar Khan
CPC分类号： G06F17/30256 , G06F3/04842 , G06F3/04847 , G06F17/3025 , G06F17/30259 , G06F17/30268 , G06F17/30277 , G06K9/00664 , G06K9/6201 , G06K9/6202 , G06Q30/0225
摘要： An index is provided that holds information about each image content item in a collection of items, For each image content item, a first information item identifying the image content item and its location on a network, and at least one of (i) a second information item identifying a signature value of an object in the image content, or (ii) identification of a recognized object in the image content.
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38.发明授权公开(公告)号：US08649572B2
公开(公告)日：2014-02-11
申请号：US12395422
申请日：2009-02-27
申请人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Dragomir Anguelov , Vincent Vanhoucke , Kuang-Chih Lee , Diem Vu , Danny Yang , Munjal Shah , Azhar Khan
IPC分类号： G06K9/00
CPC分类号： G06F17/30244 , G06F17/30253 , G06F17/30265 , G06K9/00375 , G06K9/46
摘要： An embodiment provides for enabling retrieval of a collection of captured images that form at least a portion of a library of images. For each image in the collection, a captured image may be analyzed to recognize information from image data contained in the captured image, and an index may be generated, where the index data is based on the recognized information. Using the index, functionality such as search and retrieval is enabled. Various recognition techniques, including those that use the face, clothing, apparel, and combinations of characteristics may be utilized. Recognition may be performed on, among other things, persons and text carried on objects.
摘要翻译： 实施例提供了能够检索形成图像库的至少一部分的所捕获图像的集合。 对于集合中的每个图像，可以分析捕获的图像以从捕获的图像中包含的图像数据识别信息，并且可以生成索引，其中索引数据基于所识别的信息。 使用索引，启用搜索和检索等功能。 可以使用各种识别技术，包括使用面部，服装，服装和特征组合的识别技术。 在其他情况下，可以执行承认对象上的人和文本。
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39.发明申请SYSTEM AND METHOD FOR ENABLING IMAGE RECOGNITION AND SEARCHING OF REMOTE CONTENT ON DISPLAY 有权用于启用图像识别和搜索远程内容的系统和方法公开(公告)号：US20130132236A1
公开(公告)日：2013-05-23
申请号：US13618653
申请日：2012-09-14
申请人： Salih Burak Gokturk , Dan Chiao , Jacquie Phillips , Mark Moran , Vincent Vanhoucke , Azhar Khan , Xiaofan Lin , Munjal Shah , Andrew Miller , Navneet Dalal , Diem Vu
发明人： Salih Burak Gokturk , Dan Chiao , Jacquie Phillips , Mark Moran , Vincent Vanhoucke , Azhar Khan , Xiaofan Lin , Munjal Shah , Andrew Miller , Navneet Dalal , Diem Vu
CPC分类号： G06Q30/0623 , G06F17/30256 , G06K9/62 , G06N99/005 , G06Q30/0625 , G06Q30/0643 , G06Q30/08
摘要： Images are analyzed by programmatic mechanisms for accessing one or more remote web pages to retrieve content on display at the remote web pages. The retrieved images may be analyzed to determine information about an object shown in a corresponding image of the content on display. At least a portion of the object shown in the corresponding image of the content on display may be made selectable and associated with the determined information. This determined information may subsequently be used, in for example, search applications.
摘要翻译： 图像通过用于访问一个或多个远程网页的程序化机制来分析，以在远程网页上显示的内容。 可以分析检索到的图像以确定关于显示在内容的相应图像中所示的对象的信息。 所显示的内容的相应图像中所示的对象的至少一部分可以被选择并与所确定的信息相关联。 随后可以在例如搜索应用中使用该确定的信息。
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公开(公告)号：US08320707B2
公开(公告)日：2012-11-27
申请号：US13088277
申请日：2011-04-15
申请人： Salih Burak Gokturk , Munjal Shah , Azhar Khan
发明人： Salih Burak Gokturk , Munjal Shah , Azhar Khan
IPC分类号： G06K9/36
CPC分类号： G06F17/30256 , G06F3/04842 , G06F3/04847 , G06F17/3025 , G06F17/30259 , G06F17/30268 , G06F17/30277 , G06K9/00664 , G06K9/6201 , G06K9/6202 , G06Q30/0225
摘要： An index is provided that holds information about each image content item in a collection of items, For each image content item, a first information item identifying the image content item and its location on a network, and at least one of (i) a second information item identifying a signature value of an object in the image content, or (ii) identification of a recognized object in the image content.
摘要翻译： 提供索引，其保存关于项目集合中的每个图像内容项目的信息。对于每个图像内容项目，标识图像内容项目的第一信息项目及其在网络上的位置，以及（i）第二 识别图像内容中的对象的签名值的信息项，或（ii）图像内容中的识别对象的识别。
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